| TransBlast: self-supervised learning using augmented subspace with transformer for background/foreground separation I Osman, M Abdelpakey, MS Shehata Proceedings of the IEEE/CVF International Conference on Computer Vision, 215-224, 2021 | 10 | 2021 |
| Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network I Osman, A Eltantawy, MS Shehata Image and Vision Computing 113, 104248, 2021 | 7 | 2021 |
| Few-shot learning network for moving object detection using exemplar-based attention map I Osman, MS Shehata 2022 IEEE International Conference on Image Processing (ICIP), 1056-1060, 2022 | 6 | 2022 |
| Few-shot learning network for out-of-distribution image classification II Osman, MS Shehata IEEE Transactions on Artificial Intelligence 4 (6), 1579-1591, 2022 | 5 | 2022 |
| Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification R Walsh, I Osman, MS Shehata IEEE Transactions on Image Processing, 2023 | 3 | 2023 |
| MODSiam: Moving object detection using siamese networks II Osman, MS Shehata 2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2020 | 3 | 2020 |
| Efficient image segmentation of RGB-D images II Fouad, S Rady, MGM Mostafa 2017 12th International Conference on Computer Engineering and Systems …, 2017 | 2 | 2017 |
| Self-supervised learning for foreground segmentation with a few amount of labeled images using transformers I Osman, MS Shehata International Conference on Advanced Intelligent Systems and Informatics, 14-25, 2022 | 1 | 2022 |
| Mody-net: Moving object detection using multiscale output ensemble y-network II Osman, MS Shehata IEEE Canadian Journal of Electrical and Computer Engineering 44 (4), 491-496, 2021 | 1 | 2021 |
| Indoor Scene Classification: A Comparative Study of Feature Detectors and Local Descriptors II Fouad, S Rady, MGM Mostafa Proceedings of the 10th International Conference on Informatics and Systems …, 2016 | 1 | 2016 |
| Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders R Walsh, I Osman, O Abdelaziz, MS Shehata Journal of Imaging 10 (1), 23, 2024 | | 2024 |
| Domain Generalization for Foreground Segmentation Using Federated Learning I Osman, I Abdelfattah, MS Shehata International Symposium on Visual Computing, 251-263, 2023 | | 2023 |
| Continual foreground segmentation using limited data I Osman University of British Columbia, 2023 | | 2023 |
Mohamed Sami ShehataDepartment of Computer Science, University of British ColumbiaVerified email at ubc.ca
